Sentence disambiguation by document oriented preference sets

This paper proposes document oriented preference sets(DoPS) for the disambiguation of the dependency structure of sentences. The DoPS system extracts preference knowledge from a target document or other documents automatically. Sentence ambiguities can be resolved by using domain targeted preference knowledge without using complicated large knowledgebases. Implementation and empirical results are described for the analysis of dependency structures of Japanese patent claim sentences.